112491 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 405 weka.AdaBoostM1_J48(2) 628 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 I 20 405 P 100 405 S 1 405 W weka.classifiers.trees.J48 405 C 0.25 365 M 2 365 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 343209 description https://api.openml.org/data/download/343209/weka_generated_run9170714913242591406.xml -1 343212 model_readable https://api.openml.org/data/download/343212/WekaModel_weka.classifiers.meta.AdaBoostM15349059048672933842.model -1 343211 model_serialized https://api.openml.org/data/download/343211/WekaSerialized_weka.classifiers.meta.AdaBoostM12787210737512091083.model -1 343210 predictions https://api.openml.org/data/download/343210/weka_generated_predictions1480102040903139866.arff area_under_roc_curve 0.299414 [0.304988,0.323864,0.282513] average_cost 0 build_cpu_time 0.0046 build_memory 576065922.4 f_measure 0.53251 [0.728571,0,0.054054] kappa -0.170431 kb_relative_information_score -14.911015 mean_absolute_error 0.316212 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.497706 [0.671053,0,0.076923] predictive_accuracy 0.577778 prior_entropy 1.030501 recall 0.577778 [0.796875,0,0.041667] relative_absolute_error 1.101564 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.469877 root_relative_squared_error 1.251382 scimark_benchmark 916.158757 [513.1628938555104, 999.1988342122346, 440.7807393961957, 894.9949091046433, 1732.6564105837974] total_cost 0 area_under_roc_curve 0.392857 [0.392857,0.0,0.392857] area_under_roc_curve 0.678571 [0.678571,0.0,0.678571] area_under_roc_curve 0.178571 [0.178571,0.0,0.178571] area_under_roc_curve 0.142857 [0.142857,0.0,0.142857] area_under_roc_curve 0.666667 [0.611111,0.0,0.777778] area_under_roc_curve 0.101852 [0.083333,0.0,0.138889] area_under_roc_curve 0 [0,0.0,0] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.194444 [0.166667,0.75,0] area_under_roc_curve 0.478175 [0.5,0.875,0.214286] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 build_cpu_time 0.003 build_cpu_time 0.005 build_cpu_time 0.004 build_cpu_time 0.003 build_cpu_time 0.004 build_cpu_time 0.007 build_cpu_time 0.008 build_cpu_time 0.002 build_cpu_time 0.004 build_cpu_time 0.006 build_memory 559614912 build_memory 564313792 build_memory 569012680 build_memory 569012680 build_memory 573719744 build_memory 578418640 build_memory 583117528 build_memory 583117528 build_memory 587816416 build_memory 592515304 f_measure 0.592593 [0.666667,0,0.333333] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.333333 [0.5,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.333333 [0.5,0,0] f_measure 0.533333 [0.8,0,0] kappa 0.052632 kappa 0 kappa 0 kappa 0 kappa -0.25 kappa -0.363636 kappa -0.5 kappa 0 kappa -0.384615 kappa 0 kb_relative_information_score -2.460772 kb_relative_information_score 1.674684 kb_relative_information_score -0.26523 kb_relative_information_score -2.328146 kb_relative_information_score -1.19934 kb_relative_information_score -2.279975 kb_relative_information_score -3.917071 kb_relative_information_score -2.072706 kb_relative_information_score -3.447538 kb_relative_information_score 1.38508 mean_absolute_error 0.326157 mean_absolute_error 0.189334 mean_absolute_error 0.261989 mean_absolute_error 0.316286 mean_absolute_error 0.307594 mean_absolute_error 0.351412 mean_absolute_error 0.407003 mean_absolute_error 0.34659 mean_absolute_error 0.399586 mean_absolute_error 0.256166 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.313819 mean_prior_absolute_error 0.313819 number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,1,2] number_of_instances 9 [6,1,2] precision 0.677778 [0.8,0,0.25] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.380952 [0.571429,0,0] precision 0.380952 [0.571429,0,0] precision 0.333333 [0.5,0,0] precision 0.444444 [0.666667,0,0] precision 0.333333 [0.5,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.444444 predictive_accuracy 0.444444 predictive_accuracy 0.333333 predictive_accuracy 0.666667 predictive_accuracy 0.333333 predictive_accuracy 0.666667 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 recall 0.555556 [0.571429,0,0.5] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.444444 [0.666667,0,0] recall 0.444444 [0.666667,0,0] recall 0.333333 [0.5,0,0] recall 0.666667 [1,0,0] recall 0.333333 [0.5,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.233403 relative_absolute_error 0.71599 relative_absolute_error 0.990744 relative_absolute_error 1.196074 relative_absolute_error 1.038129 relative_absolute_error 1.186017 relative_absolute_error 1.373637 relative_absolute_error 1.169741 relative_absolute_error 1.2733 relative_absolute_error 0.816284 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.409576 root_mean_prior_squared_error 0.409576 root_mean_squared_error 0.406106 root_mean_squared_error 0.368939 root_mean_squared_error 0.403972 root_mean_squared_error 0.406795 root_mean_squared_error 0.486059 root_mean_squared_error 0.514319 root_mean_squared_error 0.60449 root_mean_squared_error 0.420384 root_mean_squared_error 0.581626 root_mean_squared_error 0.443771 root_relative_squared_error 1.180374 root_relative_squared_error 1.072347 root_relative_squared_error 1.17417 root_relative_squared_error 1.182377 root_relative_squared_error 1.25404 root_relative_squared_error 1.326951 root_relative_squared_error 1.559595 root_relative_squared_error 1.084598 root_relative_squared_error 1.42007 root_relative_squared_error 1.083489 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0